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Kyrylo Kolodiazhnyi
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  • Ukraine
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Kyrylo Kolodiazhnyi's blog post was featured

Machine Learning with C++ - Classification with Dlib

Dlib is an open source C++ framework containing various machine learning algorithms and many other complementary stuff which can be used for image processing, computer vision, linear algebra calculations and many other things. It has very good documentation and a lot of useful examples. In this post I will show how to use this library for solving a classification problem on Iris data…See More
Aug 11
Kyrylo Kolodiazhnyi posted a blog post

Machine Learning with C++ - Classification with Shark-ML

Shark-ML is an open-source machine learning library which offers a wide range of machine learning algorithms together with nice documentation, tutorials and samples. In this post I will show how to use this library for solving classification problem, with two different algorithms SVM and Random Forest. This post will tell you about how to use API for:1. Loading data2. Performing normalization and dimension reduction3. Configuring…See More
Aug 2
Kyrylo Kolodiazhnyi's blog post was featured

Machine Learning with C++ - Classification with Shark-ML

Shark-ML is an open-source machine learning library which offers a wide range of machine learning algorithms together with nice documentation, tutorials and samples. In this post I will show how to use this library for solving classification problem, with two different algorithms SVM and Random Forest. This post will tell you about how to use API for:1. Loading data2. Performing normalization and dimension reduction3. Configuring…See More
Aug 2
Kyrylo Kolodiazhnyi posted a blog post

Machine Learning with C++ - Classification with Shogun library

Hello, with this article I'm starting series of articles about full featured C++ Machine Learning frameworks . This articles covers how to use Shogun library for solving classification problem. Shogun is an open-source machine learning library that offers a wide range of machine learning algorithms. From my point of view it's not very popular among professionals, but it have a lot of fans among enthusiasts and students.…See More
Jul 18
Kyrylo Kolodiazhnyi's blog post was featured

Machine Learning with C++ - Classification with Shogun library

Hello, with this article I'm starting series of articles about full featured C++ Machine Learning frameworks . This articles covers how to use Shogun library for solving classification problem. Shogun is an open-source machine learning library that offers a wide range of machine learning algorithms. From my point of view it's not very popular among professionals, but it have a lot of fans among enthusiasts and students.…See More
Jul 18
Raghvendra Shukla liked Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial regression with Eigen
Jun 25
Kyrylo Kolodiazhnyi commented on Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial Regression (CPU)
"Juan, This example requires C++14 compatible compiler."
Jun 25
Prabhakaran Sampath liked Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial regression with Eigen
Jun 14
Juan Carlos Flores commented on Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial Regression (CPU)
"I like C++ a lot for being able to manage the CPU at low level and was one of my first battle languages. just curious to know which version are using? "
Jun 14
Juan Carlos Flores liked Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial Regression (CPU)
Jun 14
Kyrylo Kolodiazhnyi posted a blog post

Machine Learning with C++ - Polynomial regression with Eigen

Hello, this is my third article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression problem , with well known linear algebra library called Eigen.Eigen was chosen because it is widely used and has a long history, it is highly optimized for CPUs, and it is a header only library. One of the famous project using it is…See More
Jun 12
Kyrylo Kolodiazhnyi's blog post was featured

Machine Learning with C++ - Polynomial regression with Eigen

Hello, this is my third article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression problem , with well known linear algebra library called Eigen.Eigen was chosen because it is widely used and has a long history, it is highly optimized for CPUs, and it is a header only library. One of the famous project using it is…See More
Jun 12
Kyrylo Kolodiazhnyi posted blog posts
May 31
Kyrylo Kolodiazhnyi's blog post was featured

Machine Learning with C++ - Polynomial Regression on GPU

Hello, this is my second article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression problem described in previous article, but now with another library which allows you to use your GPU easily.…See More
May 31
Kyrylo Kolodiazhnyi commented on Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial Regression (CPU)
"Yura, You are definitely right that a code in R or Python will be much simpler for this task. But in some cases you need more precise control over computational resources on a target machine, and C++ is a right tool for such case. Because you can…"
Apr 25
Yura Boyko commented on Kyrylo Kolodiazhnyi's blog post Machine Learning with C++ - Polynomial Regression (CPU)
"It's very nice! May be in R it will be more simple?"
Apr 23

Profile Information

My Web Site Or LinkedIn Profile
http://www.linkedin.com/in/kyrylo-kolodiazhnyi-79b96914/
Professional Status
Technical
Your Company:
TeamDev
Industry:
Software development
Your Job Title:
Senior Software Engineer
How did you find out about DataScienceCentral?
From LinkedIn group
Interests:
Contributing, Networking

Kyrylo Kolodiazhnyi's Blog

Machine Learning with C++ - Classification with Dlib

Posted on August 7, 2018 at 7:03am 0 Comments

Dlib is an open source C++ framework containing various machine learning algorithms and many other complementary stuff which can be used for image processing, computer vision, linear algebra calculations and many other things. It has very good documentation and a lot of useful examples. In this post I will show how to use this library for solving a classification problem on Iris data…

Continue

Machine Learning with C++ - Classification with Shark-ML

Posted on July 30, 2018 at 2:40am 0 Comments

Shark-ML is an open-source machine learning library which offers a wide range of machine learning algorithms together with nice documentation, tutorials and samples. In this post I will show how to use this library for solving classification problem, with two different algorithms SVM and Random Forest. This post will tell you about how to use API for:

1. Loading data

2. Performing normalization and dimension…

Continue

Machine Learning with C++ - Classification with Shogun library

Posted on July 17, 2018 at 11:17am 0 Comments

Hello, with this article I'm starting series of articles about full featured C++ Machine Learning frameworks . This articles covers how to use Shogun library for solving classification problem. Shogun is an open-source machine learning library that offers a wide range of machine learning algorithms. From my point of view it's not very popular among professionals, but it have a lot of fans among enthusiasts and…

Continue

Machine Learning with C++ - Polynomial regression with Eigen

Posted on June 11, 2018 at 11:00pm 0 Comments

Hello, this is my third article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression problem , with well known linear algebra library called Eigen.

Eigen was chosen because it is widely used and has a long history, it is highly optimized for CPUs, and it is a header only library. One of the famous project using it is…

Continue

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